MARS: Malleable Actor-Critic Reinforcement Learning Scheduler

Betis Baheri, Jacob Tronge, Bo Fang +3

In this paper, we introduce MARS, a new scheduling system for HPC-cloud infrastructures based on a cost-aware, flexible reinforcement learning approach, which serves as an intermed…